Skip to content
Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "We are doing everything we …" 427 comments · Page 17 of 18
I’m in Vancouver it’s not inherently bad but it’s to much they are bringing everything I love everyone tho
I’m in Vancouver it’s not inherently bad but it’s to much they are bringing everything I love everyone tho
Identity Attack0.009693438
Insult0.013554913
Profanity0.019280603
Threat0.0073789097
Severe Toxicity0.0015258789
Low Tox 0.030506283 Moderate Con 0.446 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I totally agree with them. Free this free that free everything more struggling. What do you believe? Why wouldn't people reach out about it? It's not right
I totally agree with them. Free this free that free everything more struggling. What do you believe? Why wouldn't people reach out about it? It's not right
Identity Attack0.0027193425
Insult0.01309891
Profanity0.013029462
Threat0.00675104
Severe Toxicity0.00079631805
Low Tox 0.029327808 Constructive 0.68 Question
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Come to the Lord Jesus Christ. Repent of your sins and accept him as your Lord and Savior. He's coming soon to take us to a better place where everything will be free of charge
Come to the Lord Jesus Christ. Repent of your sins and accept him as your Lord and Savior. He's coming soon to take us to a better place where everything will be free of charge
Identity Attack0.008694496
Insult0.010666896
Profanity0.012892825
Threat0.007081157
Severe Toxicity0.0011539459
Low Tox 0.028031485 Moderate Con 0.372
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Thank god for you three 🙏 🙌 ❤️ Everything is so not going up going down a hole.
Thank god for you three 🙏 🙌 ❤️ Everything is so not going up going down a hole.
Identity Attack0.0022383702
Insult0.00979289
Profanity0.023379711
Threat0.007029374
Severe Toxicity0.0013065338
Low Tox 0.027913637 Moderate Con 0.489 Solidarity
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has run out, and during this stressful time, I have only had 4 actual interviews with real human beings. I am also a caregiver for both of my parents, and working remotely has been my profession for the last 7 years. Remote work allows me to both care for them and bring in a full-time income. Despite having 30 years of customer service experience, I find myself being overlooked. Many companies now use AI to prescreen resumes, so if your resume isn’t ATS-friendly, it often never gets seen by a human. Even if you make it past that stage, there are endless AI-driven assessments before you even have a chance to speak with someone. And when you finally do, it’s often yet another layer of screening rather than a real interview. I know I bring value — I consistently receive compliments from customers across cultures for speaking clearly, precisely, and making their experience enjoyable. Yet I find myself competing with younger candidates who can work longer hours, or new immigrants that companies often prioritize, sometimes with government incentives. At 55, I feel like I’m being overlooked despite my proven skills and professionalism. Right now, I live with my retired parents and should be caring for them. Instead, my father is helping me pay my bills so I don’t ruin the credit I worked so hard to build. If I don’t secure a job soon, I fear I’ll lose everything else I’ve managed to hold onto. The stress is overwhelming — I cry daily, and on top of everything, I also face health issues of my own, but I have no space to focus on them because survival takes priority. Canada today feels very different from the country I grew up in. Since the pandemic, things have become harder in every way — jobs, housing, and simply living. Even if I manage to secure work, rent alone now takes up nearly 75% of what I’d earn, not even including other basic bills. It’s disheartening to feel like no matter how hard I push, I can’t get ahead.
Identity Attack0.006474625
Insult0.015796926
Profanity0.014293353
Threat0.0064079775
Severe Toxicity0.0012207031
Low Tox 0.027560094 Constructive 0.813 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
At least they’re creating jobs, opening up store fronts. There is something we can learn from everyone. Rather have another human being like me create opportunities than the government controlling everything
At least they’re creating jobs, opening up store fronts. There is something we can learn from everyone. Rather have another human being like me create opportunities than the government controlling everything
Identity Attack0.0042732526
Insult0.013668913
Profanity0.011219022
Threat0.006155535
Severe Toxicity0.0005912781
Low Tox 0.024378212 Moderate Con 0.5 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Tyler, I really appreciate everything you do and have done to shed light on some of these things for everyone. But man, I worry you're gonna end up seriously injured, or worse. I fear for …
Tyler, I really appreciate everything you do and have done to shed light on some of these things for everyone. But man, I worry you're gonna end up seriously injured, or worse. I fear for your safety. I honestly wish you wouldn't do some of these undercover operations. It's not worth it! However, God bless you and please be safe.
Identity Attack0.0014984132
Insult0.010818896
Profanity0.011184863
Threat0.009437286
Severe Toxicity0.0010490417
Low Tox 0.024142517 Constructive 0.75 Solidarity
Mar 1, 2026 Inside Canada's Indian Invasion...
Everything has gone down the drain. Firstly, millions got in 2023 and now with their permits expiring. Not all would leave voluntarily.
Everything has gone down the drain. Firstly, millions got in 2023 and now with their permits expiring. Not all would leave voluntarily.
Identity Attack0.0034038029
Insult0.012110904
Profanity0.0113385795
Threat0.006576272
Severe Toxicity0.0008201599
Low Tox 0.02402467 Moderate Con 0.326 Fear_Threat
Jan 19, 2026 22 likes Why Canada’s immigration system has …
Ah yes. Everything doubles in price. Wage doesnt go up. Politicians get 300% increase in wages. Yup. So inspiring
Ah yes. Everything doubles in price. Wage doesnt go up. Politicians get 300% increase in wages. Yup. So inspiring
Identity Attack0.0030153254
Insult0.013820915
Profanity0.010774951
Threat0.0059322207
Severe Toxicity0.00064849854
Low Tox 0.023671126 Low Con 0.242
Jan 12, 2026 Canada’s new rules in 2026
Came to Canada from Barbados 11 years ago and worked for everything I have. Never got help from the government.
Came to Canada from Barbados 11 years ago and worked for everything I have. Never got help from the government.
Identity Attack0.008879486
Insult0.011730902
Profanity0.010501678
Threat0.0061425893
Severe Toxicity0.0007534027
Low Tox 0.02308189 Constructive 0.522 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Meanwhile, the CBC: Everything is fine keep being polite and smile
Meanwhile, the CBC: Everything is fine keep being polite and smile
Identity Attack0.002830336
Insult0.01309891
Profanity0.010723713
Threat0.0062137907
Severe Toxicity0.0007867813
Low Tox 0.022256956 Low Con 0.212
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
Identity Attack0.013646871
Insult0.0086718835
Profanity0.013610168
Threat0.0066151097
Severe Toxicity0.0011396408
Low Tox 0.021314176 Constructive 0.552 Personal_Narrative
Sep 5, 2025 2 likes Why Canadians Are Turning Against …
Passed the test on May 4. This video covered everything. Huge thanks!❤❤❤
Passed the test on May 4. This video covered everything. Huge thanks!❤❤❤
Identity Attack0.0057346676
Insult0.009165886
Profanity0.017162729
Threat0.008893564
Severe Toxicity0.002002716
Low Tox 0.02048268 Constructive 0.525 Meta_Commentary
May 4, 2025 15 likes Canadian Citizenship Test 2025 – …
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
Identity Attack0.0028673338
Insult0.0113509
Profanity0.011526455
Threat0.0063950317
Severe Toxicity0.0007581711
Low Tox 0.019603057 Low Con 0.211 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Thank you so much I passed my test today i listened to this video multiple times and it helped me understand everything clearly.Really helpful🎉.
Thank you so much I passed my test today i listened to this video multiple times and it helped me understand everything clearly.Really helpful🎉.
Identity Attack0.0053276913
Insult0.009203887
Profanity0.01887069
Threat0.009178371
Severe Toxicity0.0019550323
Low Tox 0.019477395 Constructive 0.558
Jan 3, 2026 2 likes Canadian Citizenship Test 2025 – …
You should've asked everyone saying "THEY DON'T WORK" - what do they do? Everything would be instantly clearer.
You should've asked everyone saying "THEY DON'T WORK" - what do they do? Everything would be instantly clearer.
Identity Attack0.0014429165
Insult0.010438894
Profanity0.00998929
Threat0.0060066585
Severe Toxicity0.000538826
Low Tox 0.01847211 Low Con 0.253
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
No only Canada, many countries in the world are going to hard times with everything so expensive.
No only Canada, many countries in the world are going to hard times with everything so expensive.
Identity Attack0.0044582416
Insult0.009564889
Profanity0.009639157
Threat0.006479179
Severe Toxicity0.00059843063
Low Tox 0.017089844 Moderate Con 0.469 Economic_Argument
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Agree with everything you said but TBH you were safe there. That was a nice hostel. Nicer than 75% that I’ve seen. Great video, as always!
Agree with everything you said but TBH you were safe there. That was a nice hostel. Nicer than 75% that I’ve seen. Great video, as always!
Identity Attack0.0035517942
Insult0.009108886
Profanity0.015864678
Threat0.0072365063
Severe Toxicity0.0013065338
Low Tox 0.016210219 Constructive 0.673 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Pay no taxes? That guys is probably the one not paying taxes. Everything you purchase is taxed. If you have a business, it is taxed.
Pay no taxes? That guys is probably the one not paying taxes. Everything you purchase is taxed. If you have a business, it is taxed.
Identity Attack0.0014521659
Insult0.010134893
Profanity0.009835573
Threat0.0058221817
Severe Toxicity0.00048398972
Low Tox 0.014011159 Low Con 0.245 Policy_Critique
Dec 1, 2025 Inside Canada's Indian Metropolis (Brampton)
As an immigrant I thank canada for the help, I will work hard and pay taxes to repay the favor. I love this country and will do everything to pay back to the community.
As an immigrant I thank canada for the help, I will work hard and pay taxes to repay the favor. I love this country and will do everything to pay back to the community.
Identity Attack0.006622616
Insult0.007493876
Profanity0.010467518
Threat0.006440342
Severe Toxicity0.00066280365
Low Tox 0.013822667 Constructive 0.651
Oct 11, 2020 6 likes How much do refugees and …
Only makes sense to avoid everything USA whenever possible 😊
Only makes sense to avoid everything USA whenever possible 😊
Identity Attack0.0015827361
Insult0.00083999167
Profanity0.00004579796
Threat0.002267128
Severe Toxicity0.00000608113
Low Tox 0.010252177 Call_To_Action
Dec 8, 2025
With hundreds of pounds of coke meth and everything else going across the border. Now that there southern border is secure, we best hope they don’t shut it off completely
With hundreds of pounds of coke meth and everything else going across the border. Now that there southern border is secure, we best hope they don’t shut it off completely
Identity Attack0.0002432964
Insult0.0013105546
Profanity0.00009865579
Threat0.0006054104
Severe Toxicity0.000003856433
Low Tox 0.0055376664
Dec 11, 2025 1 likes
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, …
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, and you who will own nothing and be happy listing to Yoko Ono and John Lennon sing hippy songs to you.
Identity Attack0.00013972305
Insult0.0013130872
Profanity0.000056494053
Threat0.000030143
Severe Toxicity0.0000020706232
Low Tox 0.0021753937
Apr 28, 2025
So basically, hand over everything about your entire life and risk going to jail. I say don't go unless you absolutely have to for family or work.
So basically, hand over everything about your entire life and risk going to jail. I say don't go unless you absolutely have to for family or work.
Identity Attack0.00009939024
Insult0.000498974
Profanity0.000046327976
Threat0.00032316678
Severe Toxicity0.000003391013
Low Tox 0.0021004125 Fear_Threat
Jan 2, 2026
He is going to tap into tariff money for everything bailing out all industries, dividend checks, no taxes for anyboby. Yeah right.
He is going to tap into tariff money for everything bailing out all industries, dividend checks, no taxes for anyboby. Yeah right.
Identity Attack0.000048985567
Insult0.0008221215
Profanity0.000042109128
Threat0.000024009263
Severe Toxicity0.000001833925
Low Tox 0.0013039011
Dec 8, 2025

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.